# DevOpsCube – Easy DevOps, SRE Guides & Reviews
> DevOpsCube – Award-winning Blog on DevOps, SRE, MLOps, Cloud, Automation, CI/CD, SaaS Tools, and Software Reviews
Public Ghost content for AI and LLM tooling. Use `/llms-full.txt` for consolidated page and post context.
Append `.md` to any post or page URL to get the content in Markdown (for example, `/example-post.md`).

## Pages
- [About DevOpscube](https://devopscube.com/about-devopscube.md) - A community for developers and system admins. Our goal is to continue to build a growing DevOps community offering the best in-depth articles, interviews, event listings, whitepapers, infographics, and much more on DevOps. Established in 2014 by Bibin Wilson. An author, blogger, and DevOps practiti…
- [Advertise](https://devopscube.com/advertise.md) - DevOpsCube helps DevOps Platform, Cloud, SRE, Kubernetes, and MLOps teams learn through practical guides, technical guides, and hands-on resources. Today, the DevOpsCube community reaches a huge number of tech people around the world. You can see the numbers in the image below. If your product is b…
- [🤑  DevOps Deals & Free Cloud Credits](https://devopscube.com/black-friday-deals.md) - We have listed the best deals for DevOps engineers on learning, software, and content creation tools. 📌Important Note: Usually best deals are available for Annual Subscriptions. So lockin the price before it expires. 🎓 DevOps Learning Deals If you're looking for online learning to build skills or…
- [Blog](https://devopscube.com/blog-67d1aedf37a2cd001b59f5d8.md)
- [Contribute](https://devopscube.com/contribute.md) - Are you looking to share your knowledge and insights in the DevOps domain? We're always excited to showcase new perspectives and expertise. You can contribute by writing an article for devopscube.com. Benefits of Contributing When your article qualifies for publication on our blog, you stand to ben…
- [DevOps Courses To Become a DevOps Engineer](https://devopscube.com/devops-courses.md) - These Devops courses are based on our becoming a devops engineer guide. There is no course that teaches DevOps because it is not a technology, it is a philosophy. But, there are various tools and technologies which help in driving a DevOps culture in your organization. In this guide, we will cover…
- [Disclaimer](https://devopscube.com/disclaimer.md) - Any opinions and views that are expressed here are purely individual opinions. Email Email addresses mentioned in the comment form will always be used for privacy and never be used for spamming or sold to anyone. Comments We love comments, but any comments which are abusive, spread hatred, are raci…
- [Linux Foundation Promo](https://devopscube.com/linux-foundation-promo.md) - [35% OFF] Linux Foundation Flash Sale CKA | CKAD | CKS | KCNA | KCSA | Linux Redeem Discount Note: Use code DCUBE2O at checkout *This Exclusive Sale Ends soon ⏳ [$355 Savings] CKA + CKS Bundle Get $428 CKA + CKS Bundle Offer Note: Use code COMBUNDLE25 at checkout [$803 Savings] CKA + CKAD + CKS KCN…
- [Newsletter](https://devopscube.com/newsletter-67d1aedf37a2cd001b59f5db.md) - Join 200k+ Community (Tips, News & Tutorials)
- [Privacy Policy](https://devopscube.com/privacy-policy-67d1aedf37a2cd001b59f5da.md) - At devopscube, accessible from https://devopscube.com, one of our main priorities is the privacy of our visitors. This Privacy Policy document contains types of information that is collected and recorded by devopscube and how we use it. If you have additional questions or require more information a…
- [Start Here](https://devopscube.com/start-here.md) - Welcome to DevOpsCube – Get access to exclusive tips, tutorials, news, case studies, and technology reviews related to DevOps New To DevOps? Most of our Visitors are looking for beginner tutorials and best practices around DevOps We have organized some of the contents to help with your DevOps journ…

## Posts
- [Cloudways Autonomous Review (Backend Tech & Key Features)](https://devopscube.com/cloudways-autonomous-review.md) - In this blog we will specifically look at Cloudways Autonomous offering from Cloudways. I have spoken about all the other features of Cloudways in my detailed Cloudways review. If you are getting started with the platform, it is a good place to start to understand the full offering, performance met…
- [Linux Foundation Coupon: 47% Off For DevOps Enthusiasts](https://devopscube.com/linux-foundation-coupon.md) - Looking for the latest Linux Foundation coupon? In this post, we share up to 75% off popular certifications like CKA, CKAD, CKS, courses, SkillCreds, and IT professional programs. The Linux Foundation is the largest open-source non-profit organization. It supports open-source initiatives and projec…
- [How I Used Claude with MCP to Create Subscriber Segments in Beehiiv](https://devopscube.com/beehiiv-segments-claude-mcp.md) - The DevOpsCube Beehiiv newsletter is growing, but we also have some inactive subscribers who didn't open our last 3-5 newsletters. That creates a small problem with email open rates. We usually have an open rate above 40%. But it started dropping to 35% levels. You might ask, " It's just an open ra…
- [AGNTCon +MCPCon Conference Coupon 2026 (North America)](https://devopscube.com/agntcon-mcpcon-conference-coupon.md) - Linux Foundation is hosting another great conference, which is AGNTCon + MCPCon (Formerly MCP Dev Summit). This conference will mainly focus on Agentic AI Infrastructure, Production-grade agent systems, and MCP. This conference is for people who want to build, operate, research, or support agent sy…
- [Kubernetes Agent Sandbox on AWS EKS (Step-by-Step Guide)](https://devopscube.com/kubernetes-agent-sandbox-tutorial.md) - In this guide, you will learn about setting up Kubernetes Agent Sandbox on an AWS EKS cluster and the key use cases Kubernetes Agent Sandbox is built for. Use Case To better understand Agent Sandbox, I will walk you through two real-world use cases. The first one is deploying a Kubernetes troublesh…
- [[55% OFF] Kubernetes Certification Coupon (CKA, CKAD, CKS, KCNA, KCSA)](https://devopscube.com/kubernetes-certification-coupon.md) - Looking for CKA coupons and other Kubernetes certification coupons? In this exclusive blog, I share the latest promos whenever Kubernetes certifications go on sale. The Cloud Native Computing Foundation has five Kubernetes certifications. They are among the most preferred certifications for organiz…
- [Beehiiv Review 2026: My One-Year Experience](https://devopscube.com/beehiiv-review.md) - If you are looking to grow your newsletter with the Beehiiv platform and are confused about whether to choose Beehiiv or another newsletter platform, you are in the right place. In short, Beehiiv is one of the best platforms to grow your newsletter and improve your email marketing. At DevOpsCube, w…
- [10 Best Web Hosting Deals For 2026: Exclusive Discounts](https://devopscube.com/web-hosting-deals.md) - Looking for the best web hosting deals from top hosting providers? You have come to the right place. We have listed all the official web hosting deals from hosting providers that are currently active. Top Web Hosting Deals October 2026 Here is a quick overview of all hosting providers with discount…
- [[32.5% OFF] Teachable Coupon Code and Offers for 2026 – Save Big Now](https://devopscube.com/teachable-coupon.md) - Looking for the latest Teachable coupon code or discount? You are in the right place. In this post, you will find all the active Teachable offers, limited-time deals, and tips to save on Teachable plans in 2026. In this blog, we have listed all the latest offers to save big on Teachable subscriptio…
- [ByteByteGo Discount Code 2026: Limited Time Deal](https://devopscube.com/bytebytego-discount.md) - Looking for a ByteByteGo discount? You are in the right place. In 2026, system design is an important skill. As you might know, with AI, strong interview preparation is no longer optional, it directly impacts hiring decisions and career growth. ByteByteGo is one of the top platforms that provides s…
- [O'Reilly Promo Code for 2026: Books & Courses Discount](https://devopscube.com/oreilly-promo-code.md) - For all developers, DevOps engineers, and the IT community, I have curated the list of the latest O'Reilly Promo codes and coupon codes to save money on O'Reilly monthly & annual subscriptions (Up to 15% Savings). I personally use the O'Reilly subscription for my learning, and I usually purchase th…
- [Bluehost Coupons & Offers for Oct 2026 [verified]](https://devopscube.com/bluehost-coupon-2.md) - Bluehost is currently offering up to 78% off, bringing the starting price down to just $1.99 per month. In this blog, you will find verified and active Bluehost offers for 2026. If you are unsure how to claim the Bluehost coupon, I have also provided step-by-step instructions to help you grab this…
- [Finops Foundation Coupons for 2026 (Limited Time Discount)](https://devopscube.com/finops-foundation-discount-code.md) - In this blog, you will find the latest FinOps certification coupon codes offered by the FinOps Foundation. If you are a Cloud and DevOps Engineer, you should learn FinOps because cloud costs are rising, and companies need better cost control. As a result, FinOps skills are in high demand right now.…
- [Educative.io Coupon for 2026: Save on monthly & Yearly](https://devopscube.com/educativeio-coupon.md) - With the educative.io coupon code, you can save 50% on your annual subscription. Developers and DevOps engineers can use this offer to access all 550+ interactive courses and Paths on educative.io. Educative.io is a great platform for software developers and DevOps engineers to learn skills such as…
- [ElevenLabs Discount Code (2026): Verified 50% OFF Promo](https://devopscube.com/elevenlabs-discount.md) - In this blog post, we have listed all the current ElevenLabs discounts officially announced by ElevenLabs. ElevenLabs has become one of the most popular content creation tools among creators. It especially helps you speed up voice-over workflows. We also use ElevenLabs for our DevOpsCube YouTube ch…
- [Datacamp Discount 2026: Save on Monthly & Yearly](https://devopscube.com/datacamp-discount-coupon.md) - In this post, I have added the latest DataCamp discounts and offers to get discounts on the DataCamp subscriptions, Datalab, along with a few freebies offered by DataCamp. If you want to learn or enhance your data & AI skills, you can find everything related to data & AI/ML on DataCamp. 💡We update…
- [Pluralsight Current Offers & Review 2026](https://devopscube.com/pluralsight-coupons-offers.md) - In this post, I have added the latest Pluralsight coupons and offers to get discounts on the Pluralsight subscription. I have also added some freebies offered by Pluralsight for October 2026. If you want to learn DevOps tools, programming, Automation, Virtualization, Cloud Computing, and whatnot, y…
- [KodeKloud Coupons and Promotions for 2026](https://devopscube.com/kodekloud-coupons.md) - In this post, I have added the latest KodeKloud coupons and promotions to get discounts on the KodeKloud subscription. I have also added some free courses offered by KodeKloud, which are updated for October, 2026. To help the DevOps community, we update all the KodeKloud promotions through notifica…
- [Udacity Coupons 2026: Save Big On Nanodegree Programs](https://devopscube.com/udacity-coupon-code.md) - For all developers, DevOps engineers, and the IT community, I have curated a list of the latest Udacity coupons, discount codes, and scholarships to save money on all the Udacity nanodegree programs (Up to 50% Savings on Nanodegrees). Also, read the detailed Udacity review to learn more about the N…
- [Coursera Plus Discount for 2026: Save on Courses & Specializations](https://devopscube.com/coursera-plus-discount.md) - In this post, I have added the latest Coursera Plus discount coupons and offers for 2026 to get discounts on the Coursera subscription. In addition, I have also listed all the freebies offered by Coursera. With Coursera Plus, you can learn from 350+ leading universities and companies. Latest Course…
- [8 Best Open Source LLMOps Tools](https://devopscube.com/open-source-llmops-tools.md) - Running LLMs in production is not just about deploying a model. It's about managing an entire technology stack. For DevOps and MLOps engineers, an open-source LLMOps stack architecture will feel similar because it builds on Kubernetes and other cloud-native platforms. However, it introduces additio…
- [40 Best Websites to Learn Coding [Updated for 2026]](https://devopscube.com/top-websites-to-learn-programming-online.md) - This comprehensive review guide talks about the top websites to learn Coding online. I have covered 40 coding websites to get started with programming Programming is a little intimidating at the beginning but as you start practicing it, you will start loving it. By teaching yourself how to code, yo…
- [PyTorch Conference Coupon (North America 2026)](https://devopscube.com/pytorch-conference-coupon.md) - A great opportunity is coming your way. After KubeCon + CloudNativeCon North America and AGNTCon, the Linux Foundation is bringing you PyTorch Conference North America 2026. At this event, you can connect with leading AI pioneers, researchers, and developers. Note: If you are attending KubeCon, you…
- [How To Setup Kubernetes Cluster Using Kubeadm](https://devopscube.com/setup-kubernetes-cluster-kubeadm.md) - In this blog post, I have covered the step-by-step guide to setting up a kubernetes cluster using Kubeadm with one control plane node and two worker nodes. Kubeadm is an excellent tool to set up a working kubernetes cluster in less time. It does all the heavy lifting in terms of setting up all kube…
- [[20% OFF] KubeCon Discount 2026: Limited-Time Offer](https://devopscube.com/kubecon-discount-code.md) - Are you looking for a KubeCon discount for 2026? You are in the right place. For the November 2026 KubeCon conference, you can get 20% off tickets, as detailed in this blog post. [Save 20%] KubeCon + CloudNativeCon North America 2026 KubeCon + CloudNativeCon North America is coming to Salt Lake Cit…
- [MLflow Tutorial: Complete Step-by-Step Guide (with Hands-on)](https://devopscube.com/mlflow-tutorial.md) - In a previous MLOps blog, we learned how Kubeflow Trainer helps run distributed training workloads on Kubernetes. But once model training is completed, we have a new problem. How do we know: * Where do we store the trained model? * Which dataset created this model? * How to compare models from diff…
- [Steampipe Tutorial: Query AWS and Kubernetes Infrastructure With SQL](https://devopscube.com/steampipe-tutorial.md) - How many times have you opened the AWS console and other tools just to answer a simple question like: * Which resources don't have the required labels? * Are there any storage buckets that can be accessed publicly? * Which Kubernetes namespaces don't have NetworkPolicies? * Which Terraform resource…
- [Kubeflow Trainer Guide: Distributed ML Training on Kubernetes](https://devopscube.com/kubeflow-trainer.md) - Want to know how to run distributed ML Training with Kubeflow Trainer? Then this detailed guide is for you. In the previous blog, we explained how Kubeflow Pipelines turns an ML workflow into a series of containerized steps. In this guide, we will look at one important step in the Kubeflow ML pipel…
- [How to Self-Host Ghost Platform (A Complete Guide)](https://devopscube.com/self-host-ghost-platform.md) - Looking for an end-to-end guide to self-host the Ghost platform? Then this guide is for you. We have been using Ghost for many years now. In fact, DevOpscube is running on the Ghost platform. Although we use managed Ghost hosting, we do development and testing in our self-hosted setup with a proper…
- [FinOps Certified Practitioner (FOCP) Study Guide](https://devopscube.com/finops-certified-practitioner-study-guide.md) - FinOps Certified Practitioner certification is for a person who is trying to optimize their cloud spending, take accountability for the spending, and collaborate with the FinOps team. If you are an infra person, preparing for this examination closes the gap between you and the finance team, especia…
- [How to Implement Native Admission Policies in Kubernetes](https://devopscube.com/kubernetes-admission-policies.md) - Policy as code is a key best practice in production Kubernetes clusters. For example, you can enforce policies such as requiring every pod to have resource limits or ensuring images are pulled only from a specific private registry. To enforce such policies in a Kubernetes cluster, teams usually use…
- [How to Become a Kubestronaut: Complete Learning Path](https://devopscube.com/kubestronaut-roadmap.md) - I became a Kubestronaut in 2026 after passing CKAD, CKA, KCNA, KCSA, and CKS while working full-time. The complete journey took me about one year, and CKS required the most preparation. This Kubestronaut learning path is based on my learning and experience that led me to become a Kubestronaut. In f…
- [Cloudways Promo Codes & Offers For 2026](https://devopscube.com/cloudways-promo-codes.md) - In this blog, I have listed all the latest Cloudways Promo Codes and added detailed information on different Cloudways managed cloud hosting plans. Cloudways is one of the best-managed cloud hosting platforms that are backed by industry-leading IaaS providers like AWS, Google Cloud, DigitalOcean, e…
- [Best CKA (Certified Kubernetes Administrator) Courses in 2026](https://devopscube.com/best-cka-courses.md) - Looking for the best CKA course? You are in the right place. I am a CKA certified DevOps engineer, and I will help you choose the best course to prepare. If you search Google for the best CKA courses, you will see many options, but you won't know which is right for you. So I created this blog to he…
- [Best FinOps Certifications in 2026 (Beginner to Expert)](https://devopscube.com/best-finops-certifications.md) - Organizations are actively looking for professionals who understand FinOps end-to-end. Here is why. According to the FinOps survey 2026, 1,192 organizations are managing more than $83B+ in annual cloud spend. As FinOps adoption continues to grow, the demand for validated FinOps professionals is inc…
- [9 Best AI/ML Certifications for DevOps and Platform Engineers in 2026](https://devopscube.com/best-ai-ml-certifications.md) - AI/ML is one of the most sought-after skills in the IT industry today. As more organizations are productionizing AI workloads, the demand for certified and skilled professionals who can build, deploy, and manage production-ready AI systems is growing. The key thing to understand here is that produc…
- [EKS Cluster Autoscaler Setup ( A Step-by-Step Guide)](https://devopscube.com/cluster-autoscaler.md) - In this hands-on guide, you will implement node autoscaling in an EKS cluster using Cluster Autoscaler. By default, when you deploy an EKS cluster, node auto-scaling is not enabled. This means that even if you enable the Horizontal Pod Autoscaler (HPA), pods may enter a pending state when node reso…
- [Linux Foundation Certifications: Everything You Need to Know](https://devopscube.com/linux-foundation-certification.md) - Looking for Linux Foundation Certification? We will review the certifications in each category and the courses to prepare for them. Linux Foundation Certifications are the most sought-after certifications for devops engineers and developers. According to the Linux Foundation 2026 report, 76% of org…
- [PyTorch Certified Associate (PTCA) Exam Guide](https://devopscube.com/pytorch-certified-associate-exam-guide.md) - In this comprehensive PyTorch Certified Associate exam guide, we have covered the following. * What is PyTorch? * What is PTCA, and is it worth it? * Exam Prerequisites and Candidates * Exam Syllabus * PTCA Exam Study Guide and more. So if you are looking to get certified in PTCA, this study guide…
- [NVIDIA Certified AI Infra and Operations (NCA-AIIO) Exam Guide](https://devopscube.com/nvidia-certified-ai-infra-and-operations.md) - NVIDIA offers several certifications for tech industry professionals. One of them is the NVIDIA Certified Associate AI Infrastructure and Operations. This is a foundational certification for professionals working on the infrastructure side of AI. In this comprehensive guide, we will look at the NVI…
- [How to Migrate WordPress to Ghost Pro (Step-by-Step Guide)](https://devopscube.com/migrate-wordpress-to-ghost.md) - I migrated DevOpsCube from WordPress to Ghost Pro. In this guide, I have documented all the key steps in my migration from WordPress to Ghost. I will show you exactly how to migrate your WordPress website to Ghost without losing any SEO traffic. I have covered the key migration steps you should tak…
- [8 Best Platforms to Create and Sell Online Courses in 2026](https://devopscube.com/platforms-sell-online-courses.md) - Are you looking for the best platform to create and sell your courses? I have got you covered. In this blog, I have listed the top platforms for creating and selling online courses, along with their key features and pricing. Online learning is booming, and more people are creating and selling their…
- [Linux Foundation Open Source Summit Discount Coupon](https://devopscube.com/open-source-summit-discount-coupon.md) - The Open Source Summit is an even organized by the Linux Foundation. It brings open-source maintainers, developers, devops engineers, architects, community leaders, and companies that build or use open-source technologies. It a broader event than KubeCon + CloudNativeCon. KubeCon's focus is only on…
- [Container Image Signing and Attestations in Kubernetes (Complete Guide)](https://devopscube.com/container-image-signing-kubernetes.md) - One of the key aspects of container image management is supply chain security, and container image signing plays a key role in it. Through the hands-on exercises in this tutorial, we will help you understand how container image signing and attestation work in Kubernetes. The ultimate goal of this g…
- [Model Context Protocol Associate (MCPA) Certification Exam Guide](https://devopscube.com/mcpa-certification-exam-guide.md) - The Linux Foundation is going to launch a new certification called Model Context Protocol Associate (MCPA)soon. This is one of the first official certifications focused entirely on MCPs. As MCP adoption continues to grow in organizations, this certification is expected to become valuable for AI/ML…
- [How to Setup Beehiiv MCP Server (Detailed Guide)](https://devopscube.com/beehiiv-mcp-server.md) - One of its best new features of Beehiiv is the Beehiiv MCP Server and that is saving a lot of time for us. We run the DevOpsCube newsletter on Beehiiv with 20,000+ subscribers. We connected Beehiiv with Claude using MCP, and it has made it much easier to manage different tasks from one place. In th…
- [Setup Evidently AI on Kubernetes for ML Model Monitoring](https://devopscube.com/evidently-ai-on-kubernetes.md) - Here is what we are going to do in this setup. 1. Setup Evidently platform with PostgreSQL using our custom helm chart. 2. Test model monitoring using Evidently AI library using simulated data. 3. Validate model metrics in Evidently AI dashboard. Lets get started. Setup Prerequisites Below are the…
- [How to Set Up gVisor on AWS EKS](https://devopscube.com/set-up-gvisor-on-aws-eks.md) - In this blog, I have covered detailed steps to set up gVisor on an AWS EKS cluster using EKSCTL. gVisor basically implements container sandboxing. If you want to understand how gVisor works, its use cases, and how it sandboxes containers, please read our detailed guide on sandboxed containers. gVis…
- [Best Proxmox Backup Software to Consider in 2026](https://devopscube.com/proxmox-backup-software.md) - Proxmox VE’s popularity is rising, leading to a surge in production deployments. As the number of virtual machines (VMs) grows, a robust backup strategy is essential to prevent data loss from disk failures, accidental deletions, faulty updates, or ransomware. As of May 21, 2026, the latest stable r…
- [Embeddings in Machine Learning (A Beginner's Guide)](https://devopscube.com/embeddings-in-machine-learning.md) - When we talk about how machine learning models understand language, one of the biggest questions that comes to mind is how the model can recognize that words like Kubernetes, Pods, and Clusters are related, even though they are completely different words. The answer lies in a concept called Embeddi…
- [How to Mount OCI Image as Volume in Kubernetes Pods](https://devopscube.com/oci-image-volume-kubernetes-pods.md) - In this guide, you will learn how to mount OCI container images as volumes in Kubernetes Pods using the ImageVolume feature. This feature is useful in ML projects that work with LLMs, as it allows you to package model data in OCI images and easily switch between different models. What is ImageVolum…
- [Kubeflow Pipelines Tutorial: The Ultimate Guide for Beginners](https://devopscube.com/kubeflow-pipelines.md) - If you are planning to run Machine Learning workflows in Kubernetes, one of the best options is using Kubeflow Pipelines. You can consider this guide as a crash course in Kubeflow pipelines. Before we dive deep in to Kubeflow pipelines, we will first understand about the Kubeflow stack. About Kubef…
- [Kubernetes Tutorial For Beginners: 100+ Comprehensive Guides](https://devopscube.com/kubernetes-tutorials-beginners.md) - Welcome to our comprehensive series of Kubernetes tutorials for beginners. If you're new to Kubernetes, this is the perfect place to start. Our practical guides will walk you through the basics, focusing on Kubernetes objects, deployments and the essential tools you will need to work in Kubernetes…
- [Kubernetes Architecture Explained (With Illustrated Diagrams)](https://devopscube.com/kubernetes-architecture-explained.md) - In this guide, you will explore Kubernetes architecture inside-out. In this illustrated guide, I break down every Kubernetes component, from the control plane to the kubelet, showing you how the Kubernetes cluster really works. So if you are looking to: 1. Understand the architecture of Kubernetes…
- [How to Learn Kubernetes (Beginner to Advanced Resources)](https://devopscube.com/learn-kubernetes-complete-roadmap.md) - Learning Kubernetes can seem overwhelming. It’s a complex container orchestration system that has a steep learning curve. But with the right roadmap and understanding of the foundational concepts, it’s something that any developer or ops person can learn. In this Kubernetes learning roadmap, I have…
- [From DevOps to MLOps (A Practical Guide for 2026)](https://devopscube.com/devops-to-mlops.md) - In this guide, we will look at what MLOps means for DevOps engineers and how they can use their existing skill sets to become an MLOps Engineer. I have been talking about MLOPS for quite some years with the DevOps community and never got a chance to actually publish a blog. With this post, I am try…
- [Set Up Kubeflow Pipelines on Kubernetes: Step-By-Step Guide](https://devopscube.com/setup-kubeflow-pipelines-kubernetes.md) - Kubeflow project is a complete stack that comes with different tools for different use cases like Data engineering, ML model training, serving, monitoring and managing GenAI application lifecycle. In this guide will focus on setting up Kubeflow Pipelines(KFP) standalone in a Kubernetes cluster. 💡I…
- [Helm Chart Tutorial: A Simple Guide for Beginners](https://devopscube.com/create-helm-chart.md) - Learn how to create a Helm chart with our easy-to-follow Helm Chart tutorial. This guide covers structure, components, and best practices. Helm is an open-source project under the Cloud Native Computing Foundation (CNCF). It is widely used by organizations to package and deploy Kubernetes applicati…
- [SLSA Provenance Creation using GitHub Actions](https://devopscube.com/slsa-provenance.md) - When it comes to supply chain security, SLSA (Supply-chain Levels for Software Artifacts) plays a key role. Higher the level, lower the probability of supply chain attacks. In this guide, you will learn to create an SLSA Provenance build level 3 for container images using slsa-github-generator At t…
- [How to Back Up and Restore a WordPress Site on Bluehost](https://devopscube.com/backup-wordpress-site-on-bluehost.md) - In this blog, you will learn how to backup a WordPress site on Bluehost and how to restore it. I decided to write this guide because we have a WordPress website that is hosted on Bluehost. One day, the website's data, theme, content, pages, and everything else suddenly disappeared, and I couldn't f…
- [How to Create AWS EKS Cluster Using eksctl](https://devopscube.com/create-aws-eks-cluster-eksctl.md) - In this Kubernetes tutorial, you will learn to create an AWS EKS cluster using eksctl. I will also cover the important eksctl concepts. By the end of this guide, you will be able to: * Build a fully working EKS cluster. * Setup on‑demand and spot instances for the cluster. * Configure key add‑ons n…
- [Set Up WordPress on Bluehost in 9 Minutes (Detailed Beginners Guide)](https://devopscube.com/setup-wordpress-on-bluehost.md) - In this guide, you will learn to purchase the Bluehost hosting, setup WordPress website on Bluehost, create a website from scratch, and install the essential plugins for WordPress. According to WordPress, WordPress holds around 61.4% of the CMS market share, and more than 65,000+ plugins are availa…
- [FinOps X Conference Discount Code 2026 (Limited Offer)](https://devopscube.com/finops-x-conference-discount-code.md) - The FinOps X conference is the largest FinOps event in the world, which is organized by the FinOps Foundation. To help you save costs on the conference registration, we have listed a discount code that allows you to get the maximum savings for FinOps X 2026. [Save 25%] FinOps X Conference Ticket Di…
- [What is Helm NOTES.txt and How Do You Create One?](https://devopscube.com/helm-notes-txt-file.md) - When you install a Helm Chart, at the end of the deployment you usually see operational instructions in your terminal like what to do next, commands to check the service health, Chart repository, etc. This is done by via NOTES.txt in Helm chart. In this blog, you will learn about: * What is Helm No…
- [Deploy ML Model on Kubernetes with KServe (Step-by-Step Guide)](https://devopscube.com/deploy-ml-model-kubernetes-kserve.md) - In this guide, you will learn how to deploy a machine learning model on a Kubernetes cluster using KServe model serving. Here is what we will cover in this guide. * What is Kserve? * Deploying KServe on Kubernetes * Deploying a sample scikit-learn ML model using KServe * Test the deployed model usi…
- [Pass the CKA Certification Exam: The Ultimate Study Guide](https://devopscube.com/cka-exam-study-guide.md) - Prepare for the Certified Kubernetes Administrator (CKA) exam with our comprehensive study guide. It has expert tips, syllabus wise guides and essential resources earn your CKA certification and advance your career in Kubernetes administration. Certified Kubernetes Administrator (CKA) is one of the…
- [How to Create Reusable Helm Templates Using _helpers.tpl](https://devopscube.com/_helpers-tpl-file-in-helm-charts.md) - If you are working with Helm charts, you might have seen a _helpers.tpl file inside the /templates folder. Most people ignore it without understanding what it is used for while deploying a chart. It is key feature to create reusable helm templates. In this guide, we will look at. * What _helpers.tp…
- [From 3.17 GB to 354 MB: How I Reduced My Kubeflow Docker Image by 89%](https://devopscube.com/kubeflow-docker-image-optmization.md) - In this blog, I shared how I reduced a Kubeflow pipeline Docker image from 3.17 GB down to 354 MB (an 89% reduction) and the reasoning behind every change I made. A little backstory. As part of our MLOps workflow, I took over an existing Kubeflow pipeline developed by a different ML engineer. While…
- [How to Setup Feast Feature Store on Kubernetes](https://devopscube.com/setup-feature-store-feast-on-kubernetes.md) - In this step-by-step guide, you will learn to setup and validate Feast Feature store on Kubernetes using Feast Operator. Feature Store is the core component of MLOps and Feast is the widely used feature store for ML projects. By the end of this guide, you will have a clear understanding of: * What…
- [Istio Architecture: The Definitive Guide to Ambient Mesh](https://devopscube.com/istio-architecture.md) - In this blog, we dive deep into Istio service mesh architecture, especially Ambient Mesh, which is expected to become the default service-mesh architecture. By the end of this blog, you will learn: * Why Istio needed a new architecture * Overview of Istio architecture * Deep dive into key component…
- [ElevenLabs Review 2026: Is the Voice Quality Worth Paying For?](https://devopscube.com/elevenlabs-review.md) - Looking for an ElevenLabs review? You are in the right place. My team and I have been using ElevenLabs for our content creation work for quite some time, and I decided to write a detailed review based on my real experience. In this review, I will cover ElevenLabs features, pricing, and who it is be…
- [How to Deploy Llama 3 with Docker and vLLM (Full Optimization Guide)](https://devopscube.com/deploying-llama-with-docker-and-vllm.md) - Managing GPU resources is a core challenge in MLOps. In traditional web services, when a web service runs out of CPU or RAM, you can add or swap the disk itself for cheap. But VRAM on a GPU is different you cannot simply add, it has a fixed capacity. The model either fits or it doesn't. At 16GB of…
- [How to Use In-Place Pod Resize with VPA in Kubernetes](https://devopscube.com/vpa-in-place-pod-resize.md) - In this blog, you will learn about the Kubernetes in-place pod resize feature and how to implement it with Vertical Pod Autoscaler (VPA). At the end, you will learn: * What in-place pod resize. * How it works behind the scenes. * Why do we need VPA for in-place pod resize * Practically deploy and t…
- [How to Provision Persistent Volume on EKS Cluster](https://devopscube.com/provsion-persistent-volume-on-eks.md) - In this blog we will look at detailed steps to provision different types of persistent volume on AWS EKS using recommended EBS CSI Driver. At the end of the guide, you will learn about the following. 1. Understand EBS CSI Driver Workflow in volume provisioning. 2. Create custom StorageClass 3. Prov…
- [Kubernetes Gateway API Tutorial for Beginner's](https://devopscube.com/kubernetes-gateway-api.md) - In this blog, you will learn about the Kubernetes Gateway API and its setup and configuration in a Kubernetes cluster. By the end of this guide, you will have learned: * What the Kubernetes Gateway API is * Key concepts of the Gateway API * Practical implementation of Gateway API controllers * How…
- [13 Best Content Creation Tools For Developers in 2026](https://devopscube.com/content-creation-tools.md) - In this blog, we will look at the best content creation tools for creating content for blogs, social media, YouTube, Newsletter etc. I have created technical and non-technical content online for over a decade. It includes blogs, images, videos, presentations, etc. There are many tools available for…
- [Beehiiv vs Substack (2026): I Have Used Both (20K Subs)](https://devopscube.com/beehiiv-vs-substack.md) - I've been running the DevOpsCube newsletter for a long time. Today it has over 20K+ subscribers. In that time, I have used both Substack and Beehiiv. So I know the pain in choosing a platform that helps you build a business and not just a mailing list. This post gives you my honest comparison. It i…
- [How to Deploy Apache Airflow on Kubernetes](https://devopscube.com/apache-airflow-on-kubernetes.md) - Apache Airflow is an open source workflow orchestration tool used for data, workflows. And many organizations today, run it on Kubernetes for scalability and flexibility. Also, Apache Airflow 3 is total redesign that expands its capabilities to support complex AI, ML, and near real-time data worklo…
- [Data Version Control (DVC) Tutorial For Beginners](https://devopscube.com/dvc-tutorial-for-beginners.md) - One of the key concept in MLOps is Data versioning and DVC is one of the key open source tool you should know to manage data versioning. We created this guide for beginners to understand and learn about DVC practically. Here is what you can learn from this guide. * What is DVC, and how it works. *…
- [How to Upgrade Kubernetes Cluster Using Kubeadm?](https://devopscube.com/upgrade-kubernetes-cluster-kubeadm.md) - In kubernetes tutorial, I have added step-by-step guides to upgrade the Kubernetes cluster using Kubeadm. It is one of the important tasks in the CKA Exam. In another blog, I have covered the Kubeadm cluster setup. You can follow it to deploy a fresh cluser for testing the upgrade. Kubeadm Kubernet…
- [How to Deploy Argo CD on Kubernetes: A Beginner's Guide](https://devopscube.com/setup-argo-cd-using-helm.md) - In this blog, we will look at Argo CD installation on Kubernetes using step-by-step instructions. After the installation, we will look at deploying sample applications the GitOps way. We will use a git repository to deploy the application using Argo CD. We will also look at configuring GitHub webho…
- [Docker Image Build & Promotion Pipeline with GitHub Actions](https://devopscube.com/docker-image-build-promotion-piepeline.md) - In real DevOps projects, you do not just build an image and push it to a registry. The image needs to pass through several quality and security gates first. In this hands-on guide, I will walk you through a complete, production-grade Docker image build and promotion pipeline using GitHub Actions ju…
- [How to Clone AWS EBS Volumes Instantly Without Snapshots?](https://devopscube.com/clone-aws-ebs-volumes.md) - AWS now as EBS Volume Clone feature that lets you copy an EBS volume instantly with a single API call and no snapshot is required. By the end of this guide, you will understand, * What EBS Volume Clones are and how they work * How cloning differs from snapshots (and when to use each) * How to clone…
- [Docker Image Build and Promotion Pipeline: A Production Guide](https://devopscube.com/docker-image-build-and-promotion-pipeline.md) - Looking for a guide that teaches you production level docker image build workflow for application? You are in the right place. By the end of this guide, you will understand: * Deployment environments in real projects * Container registry architecture for multi-environment pipelines * Docker image t…
- [Argo CD Architecture: A Complete Guide](https://devopscube.com/argo-cd-architecture.md) - Argo CD has become the widely used GitOps tool for Kubernetes. But here is the thing. Knowing how to use it and knowing how it works are two very different things. By the end of this blog, you will have the clear mental model of the following. * Every core component in Argo CD and what it actually…
- [How to Setup GPU Operator on Kubernetes (Detailed Guide)](https://devopscube.com/setup-gpu-operator-kubernetes.md) - Looking for a guide to setup GPU operator on Kubernetes or to understand how to use GPUs with Kubernetes? This blog is for you. By the end of this blog, you will have a clear understanding of: * Need for GPU operator on Kubernetes * Setting up NVIDIA GPU Operator on a Kubernetes cluster * Verify if…
- [Cloudways Vs Hostinger: Which Is Better in 2026?](https://devopscube.com/cloudways-vs-hostinger.md) - If you are confused between cloudways vs hostinger cloud hosting and trying to decide which platform fits your needs, you are not alone. I have worked with both hosting platforms, so let me help you choose the right one. In my experience, both are great options, but they are built with different go…
- [Best Kubernetes Certifications for 2026 [Ranked]](https://devopscube.com/best-kubernetes-certifications.md) - Looking for the best Kubernetes certification? In this guide, I explained the best Kubernetes certification along with other free choices, so you can choose the best one for you. Kubernetes is growing in popularity day by day. A survey conducted by Cloud Native Computing Foundation (CNCF) reported…
- [[60% Off] Whizlabs Promo Code and Review for 2026](https://devopscube.com/whizlabs-promo-code.md) - In this post, I have added the latest Whizlabs Promo Codes and savings tips to get discounts on the Whizlabs Premium Subscription. Whizlabs is one of the best platforms for IT online certification courses and practice tests. The platform covers Java, DevOps, Cloud Computing, Big Data, Project Manag…
- [CKAD Certification: The Comprehensive Guide for Future CKADs](https://devopscube.com/ckad-exam-study-guide.md) - This CKAD Exam study guide will help you prepare for the CKAD Certification exam with all the required resources. CKAD is one of the best Kubernetes certifications focused on the development aspects of Kubernetes. In this article, I will go through all the resources that can help you prepare for th…
- [8 Best Websites to Practice DevOps Hands-On (Free & Paid Labs)](https://devopscube.com/websites-to-practice-devops.md) - Looking for best platforms to learn Devops practially? You are in the right place. When people start learning DevOps, they usually start by watching tutorials like videos, blogs, and docs etc. But very soon they will struggle with one problem. You understand the concept, but when you open a termina…
- [List of 8 Best System Design Books For 2026](https://devopscube.com/system-design-books.md) - Looking for the best system design books? This blog is for you. 2026 is the year of AI. There is so much advancements happening in software engineering, cloud and DevOps world. Generating code, configs and template are much easier than ever. However, system design is the key area that most organiza…
- [Best DevOps Projects For Practical Learning](https://devopscube.com/devops-projects.md) - This blog is for you if you are looking for the best devops projects for learning and practice. It contains a curated list of real-world DevOps project ideas that will help you learn the concepts and well as gain experience with DevOps tools. As per alliedmarketresearch, the Devops market is projec…
- [What is a Vector Database? A Complete Guide with Comparisons](https://devopscube.com/vector-database-explained.md) - In an earlier blog embeddings, we explored how text, images, and unstructured data can be turned into vectors using models like BERT, CLIP, or OpenAI Embeddings. These vectors help capture the meaning behind the data. But once you create these vectors, you need a place to store them and a fast way…
- [What is Azure DevOps? (Beginners Guide)](https://devopscube.com/what-is-azure-devops.md) - In this blog, you will learn how to start working in Azure DevOps in a step by step manner. In this beginner's guide, you will learn the following. 1. What is Azure DevOps? 2. Components of Azure DevOps 3. Advantages of Azure DevOps 4. Set up of Azure DevOps Organization and Project Let us start by…
- [How to Setup Self Hosted Linux Runner for Azure DevOps Pipeline?](https://devopscube.com/setup-self-hosted-runner-azure-devops-pipeline.md) - In this blog, you will learn how to set up a self-hosted linux based runner for Azure DevOps pipeline. By the end of this blog, you will learn 1. What is a self-hosted runner? 2. How to set up a self-hosted Linux runner in Azure DevOps? 3. How to test self hosted runner in Azure DevOps? 4. Best pra…
- [Top 6 System Design Interview Courses For 2026](https://devopscube.com/system-design-interview-courses.md) - System design is a core part of almost every tech interview today, whether you are a software engineer, DevOps engineer, cloud professional, or working in AI/ML roles. In the AI era, it is extremely important for tech aspirants to understand how a complex set of components works together to solve p…
- [Setup Envoy Gateway API Controller On Kubernetes (Beginners Guide)](https://devopscube.com/setup-envoy-gateway-api.md) - In this detailed guide, you will learn how to set up and configure the Envoy Gateway API Controller for Gateway API implementation on Kubernetes. By the end of this blog, you will learn how to: 1. Install the Envoy Gateway 2. Configure EnvoyProxy, GatewayClass, Gateway, and HTTPRoute (CRDs of the G…
- [16 Top DevOps Certifications: Guide to Choosing the Right Certification](https://devopscube.com/devops-certifications.md) - In this guide, I have listed the popular DevOps certifications, along with top choices, so you can choose the best one for you. Choosing the right DevOps certification is important in your DevOps career. For fresh graduates to experienced DevOps professionals, the right certification will help you…
- [How to Get Digital Ocean Free Credits: $200 Free Credits](https://devopscube.com/get-free-digital-ocean-credits.md) - Who doesn't want Digitalocean free credits for creating VMs on the cloud? VMs come in handy to develop and test applications, deploy docker containers, or even deploy Kubernetes clusters Digitalocean is my go-to cloud platform for deploying virtual machines to host my personal applications and clie…
- [Istio Certified Associate (ICA) Exam Study Guide](https://devopscube.com/istio-certified-associate-study-guide.md) - In this blog, you will learn how to prepare for the Istio Certified Associate (ICA) exam in a in a clear and structured way. This detailed guide will help you understand the core concepts you must know for the ICA exam, the domains it covers, and the resources you should use for preparation. By the…
- [Python For DevOps: Guide for DevOps Engineers](https://devopscube.com/python-for-devops.md) - In this blog, we will look at why you need Python for DevOps and its real-world use cases. Also, I have added the resources and roadmap to learn Python for a DevOps engineer. Programming is becoming an essential skill for DevOps engineers. This doesn’t mean DevOps engineers have to develop full-fle…
- [Etcd Backup and Restore on Kubernetes Cluster [Tutorial]](https://devopscube.com/backup-etcd-restore-kubernetes.md) - In this kubernetes tutorial, you will learn the etcd backup and restore on Kubernetes cluster with an etcd snapshot. In Kubernetes architecture, etcd is an integral part of the cluster. All the cluster objects and their state is stored in etcd. Few things you should know about etcd from a Kubernete…
- [List of Best Cloud Computing Certifications for 2026](https://devopscube.com/best-cloud-computing-certifications.md) - Cloud technology offers immense opportunities for those who want to shape their career in the IT sector. So, how do you check if you are skilled enough to work in this lucrative field? Getting a cloud certification is the best bet, and promoting yourself as a bankable asset. In this guide, we will…
- [How To Install Helm For Kubernetes](https://devopscube.com/install-configure-helm-kubernetes.md) - This post walks you through the steps to install Helm on different platforms and shows you how to verify the installation using Helm charts. By the end of this guide, you will have learned: * The prerequisites and permissions required for using Helm * How to install Helm using different methods * H…
- [Best Programming Languages to Learn in 2026 [Updated List]](https://devopscube.com/best-programming-languages-list.md) - This is a comprehensive list of the best programming languages you can learn in 2026, with potential salary, market demand, and popularity. Development is an ever-upgrading area to work in. Global involvement and changing market demands have resulted in a plethora of programming languages, arrayed…
- [12 Best Project Management Software for 2026 [Ranked]](https://devopscube.com/project-management-software.md) - This blog talks about the best project management software you can use in 2026 for your project management needs. With business paradigms constantly changing, many medium—and small-scale businesses are now using project management software. Moreover, it helps them increase their productivity and wo…
- [Certified Argo Project Associate (CAPA) Study Guide](https://devopscube.com/certified-argo-project-associate.md) - Looking to pass Argo Certification? In this guide, you will learn all about the Certified Argo Project Associate (CAPA) certification and how to prepare for the certification exam. By the end of the guide, you will have a clear understanding of the following: * About the CAPA certification and who…
- [18 Best Container Orchestration Tools and Services 2026](https://devopscube.com/docker-container-clustering-tools.md) - In this 2026 updated guide, I have covered the best 18 container orchestration tools and services used by many organizations in production. Containerization solutions like Docker, Podman, and Buildah provide great flexibility to containerize and ship application code. But to have complex applicatio…
- [Educative.io Review 2026: Is the Premium Plus Plan Worth It?](https://devopscube.com/educative-io-review.md) - In this detailed Educative.io review, I will share my learning experience with the platform. It will help you decide if it is worth your money. Here is what I will cover. * Overview of the Educative platform * Platform features * Course quality * Educative Hands-on labs (in-browser coding environme…
- [How to Set Up Istio in Ambient Mode (Detailed Guide)](https://devopscube.com/setup-istio-ambient-mode.md) - In this blog, you will learn how to set up Istio Ambient Mode and validate Layer 4 (ztunnel) and Layer 7 (waypoint proxy) traffic on a Kubernetes cluster. By the end of this tutorial, you will have learned the following. 1. What is Istio Ambient Mode and how it differs from traditional sidecar arch…
- [28 Best Open Source & Free Monitoring Tools in 2026](https://devopscube.com/best-opensource-monitoring-tools.md) - Monitoring is necessary for businesses to make sure that the required system is up and working. Monitoring various aspects of the IT infrastructure can be quite pesky and cause many difficulties if not done properly. Regardless of the company's size, one cannot ignore the need for Server, network,…

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